Cramer said that he doesn't like the fertilizer stocks in the short-term, as the business is cyclical and the price of everything from corn to soy has been trending lower. He was also not a fan of John Deere (DE) after that company's monster move higher.

Are there any ag stocks Cramer does like? He said Monsanto (MON) remains attractive.